Author

Yuan-Chao Su

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2026

AKAN-FSL: Adversarial Kolmogorov–Arnold Network for Cross-Domain Few-Shot Hyperspectral Image Change Detection

Few-shot learning (FSL) provides a promising solution for reducing annotation cost in hyperspectral image change detection (HSI-CD). However, most existing FSL approaches focus on single-modality or homogeneous domains, limiting their ability to handle domain shift. Moreover, many feature extractors rely on fixed kerne...

Hong-Min Gao, Shu-Yu Fei, Shu-Fang Xu et al. · IEEE Transactions on Image P... · 0 citations

Preprint Sep 2026

EarthLD: Towards Unified Open-World Landslide Understanding via Vision-Language Guided Diffusion Models

This work proposes EarthLD, a vision-language-guided diffusion framework for open-world landslide understanding, enabling unified landslide recognition, mapping, and trigger interpretation, and constructs a global-scale open-world landslide benchmark.

Yuan-Chao Su, Lian-Ru Gao, Mengying Jiang et al. · 0 citations